AutoML Leaderboard
| Best model | name | model_type | metric_type | metric_value | train_time |
|---|---|---|---|---|---|
| 1_Baseline | Baseline | auc | 0.5 | 0.92 | |
| 2_DecisionTree | Decision Tree | auc | 0.767162 | 6.76 | |
| 3_Default_LightGBM | LightGBM | auc | 0.793399 | 3.94 | |
| 4_Default_Xgboost | Xgboost | auc | 0.79327 | 10.85 | |
| 5_Default_CatBoost | CatBoost | auc | 0.797545 | 2.17 | |
| 6_Default_NeuralNetwork | Neural Network | auc | 0.793175 | 4.92 | |
| 7_Default_RandomForest | Random Forest | auc | 0.790046 | 8.49 | |
| 8_Default_ExtraTrees | Extra Trees | auc | 0.78596 | 6.69 | |
| 9_Default_NearestNeighbors | Nearest Neighbors | auc | 0.70975 | 3.27 | |
| the best | Ensemble | Ensemble | auc | 0.798735 | 0.88 |